Lesson 1.1 · AI vs. ML vs. LLM
Use simple language to separate the buzzwords so you can explain AI confidently.
Try This Prompt
Explain like I’m a curious friend: What’s the difference between artificial intelligence, machine learning, and large language models? Give real-world examples for each.Reflect & Apply
Write a 3-sentence explanation in your notebook. Could a non-technical coworker follow it?
Lesson 1.2 · Strengths & Limits
Every AI model has guardrails, gaps, and failure modes. Spot them early.
Prompt Recipe: Fact Check
You’re a critical evaluator. Summarize the top 3 strengths and top 3 limitations of large language models. Include a suggestion for how a human should compensate for each limitation.What to Look For
Does the model mention hallucinations, outdated knowledge, or privacy concerns? If it misses something, ask: “What else should I watch out for?”
Lesson 1.3 · Your First Win
Test a small, real task so you feel the practical benefit right away.
Prompt Recipe: Knowledge Sprint
You are my AI assistant. Summarize the key points of this article in 5 bullet points and add one action step I can take.
[PASTE LINK OR TEXT HERE]Reflect & Apply
Did the AI miss anything important? What extra question could you ask to go deeper?